| Adversarially Pretrained Transformers may be Universally Robust In-Context Learners | May 20, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking | May 31, 2024 | In-Context LearningInformation Retrieval | CodeCode Available | 0 | 5 |
| Exploring Self-supervised Logic-enhanced Training for Large Language Models | May 23, 2023 | In-Context LearningLogical Reasoning | CodeCode Available | 0 | 5 |
| Linking In-context Learning in Transformers to Human Episodic Memory | May 23, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 | 5 |
| LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty | Feb 16, 2024 | In-Context LearningInformation Retrieval | CodeCode Available | 0 | 5 |
| Likelihood-based Mitigation of Evaluation Bias in Large Language Models | Feb 25, 2024 | Grammatical Error CorrectionIn-Context Learning | CodeCode Available | 0 | 5 |
| A Benchmark for Learning to Translate a New Language from One Grammar Book | Sep 28, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 | 5 |
| Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQL | Nov 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Leveraging Code to Improve In-context Learning for Semantic Parsing | Nov 16, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models for enzymatic reaction prediction and characterization | May 8, 2025 | Drug DiscoveryIn-Context Learning | CodeCode Available | 0 | 5 |
| Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs | Sep 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding | Jun 9, 2023 | Few-Shot Learningimage-classification | CodeCode Available | 0 | 5 |
| Anti-LM Decoding for Zero-shot In-context Machine Translation | Nov 14, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Leveraging Large Language Models to Develop Heuristics for Emerging Optimization Problems | Mar 5, 2025 | Combinatorial OptimizationIn-Context Learning | CodeCode Available | 0 | 5 |
| DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning | May 22, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection | Dec 16, 2024 | HallucinationIn-Context Learning | CodeCode Available | 0 | 5 |
| DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task | Jun 24, 2024 | In-Context LearningPassage Ranking | CodeCode Available | 0 | 5 |
| Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning | Oct 16, 2023 | AllIn-Context Learning | CodeCode Available | 0 | 5 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 | 5 |
| Learning to Reason via Program Generation, Emulation, and Search | May 25, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| Demonstration Augmentation for Zero-shot In-context Learning | Jun 3, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks | Sep 10, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS | Nov 27, 2024 | In-Context LearningMath | CodeCode Available | 0 | 5 |
| Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT | Oct 16, 2023 | In-Context LearningIntent Discovery | CodeCode Available | 0 | 5 |
| Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning | Mar 29, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 0 | 5 |
